Neural Subspace

Data-Free Learning of Reduced-Order Kinematics

Nicholas Sharp, Cristian Romero, Alec Jacobson, Etienne Vouga, Paul G. Kry, David I. W. Levin, Justin Solomon

Conference SIGGRAPH 2023 Animation & Simulation
Reduced-Order Model Neural Subspace Physical Simulation Self-Supervised Learning Elastic Body

Accelerate Neural Subspace-Based Reduced-Order Solver of Deformable Simulation by Lipschitz Optimization

Aoran Lyu, Shixian Zhao, Chuhua Xian, Zhihao Cen, Hongmin Cai, Guoxin Fang

Journal SIGGRAPH Asia 2024 Animation & Simulation
Deformable Simulation Model Reduction Neural Subspace Lipschitz Optimization Reduced Order Solver